TrainingStatistics

quantrs2_sim::performance_prediction

Struct TrainingStatistics 

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pub struct TrainingStatistics {
    pub training_samples: usize,
    pub training_accuracy: f64,
    pub validation_accuracy: f64,
    pub mean_absolute_error: f64,
    pub root_mean_square_error: f64,
    pub training_time: Duration,
}
Expand description

Training statistics for models

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§training_samples: usize

Training samples used

§training_accuracy: f64

Training accuracy (R²)

§validation_accuracy: f64

Validation accuracy

§mean_absolute_error: f64

Mean absolute error

§root_mean_square_error: f64

Root mean square error

§training_time: Duration

Training time

Trait Implementations§

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impl Clone for TrainingStatistics

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fn clone(&self) -> TrainingStatistics

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for TrainingStatistics

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for TrainingStatistics

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for TrainingStatistics

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for TrainingStatistics

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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